Overview

Brought to you by YData

Dataset statistics

Number of variables	27
Number of observations	22251
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	11.2 MiB
Average record size in memory	530.0 B

Variable types

Categorical	6
Numeric	19
Boolean	2

Alerts

`Date_hour` has constant value "0.0"	Constant
`Date_minute` has constant value "0.0"	Constant
`Cloud3pm` is highly overall correlated with `Cloud9am` and 2 other fields	High correlation
`Cloud9am` is highly overall correlated with `Cloud3pm` and 2 other fields	High correlation
`Evaporation` is highly overall correlated with `Humidity9am` and 4 other fields	High correlation
`Humidity3pm` is highly overall correlated with `Cloud3pm` and 4 other fields	High correlation
`Humidity9am` is highly overall correlated with `Evaporation` and 2 other fields	High correlation
`MaxTemp` is highly overall correlated with `Evaporation` and 3 other fields	High correlation
`MinTemp` is highly overall correlated with `Evaporation` and 5 other fields	High correlation
`Pressure3pm` is highly overall correlated with `MinTemp` and 2 other fields	High correlation
`Pressure9am` is highly overall correlated with `MinTemp` and 1 other fields	High correlation
`RainTomorrow` is highly overall correlated with `Humidity3pm`	High correlation
`Sunshine` is highly overall correlated with `Cloud3pm` and 4 other fields	High correlation
`Temp3pm` is highly overall correlated with `Evaporation` and 4 other fields	High correlation
`Temp9am` is highly overall correlated with `Evaporation` and 4 other fields	High correlation
`WindGustSpeed` is highly overall correlated with `WindSpeed3pm` and 1 other fields	High correlation
`WindSpeed3pm` is highly overall correlated with `WindGustSpeed`	High correlation
`WindSpeed9am` is highly overall correlated with `WindGustSpeed`	High correlation
`Rainfall` has 14448 (64.9%) zeros	Zeros
`Sunshine` has 657 (3.0%) zeros	Zeros
`Cloud9am` has 2072 (9.3%) zeros	Zeros
`Cloud3pm` has 1409 (6.3%) zeros	Zeros
`Date_weekday` has 3154 (14.2%) zeros	Zeros

Reproduction

Analysis started	2025-11-03 20:53:06.501438
Analysis finished	2025-11-03 20:54:22.830866
Duration	1 minute and 16.33 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

Location
Categorical

Distinct	26
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Darwin	1202
Perth	1195
Brisbane	1171
MelbourneAirport	1148
PerthAirport	1145
Other values (21)	16390

Length

Max length	16
Median length	11
Mean length	9.0179767
Min length	4

Characters and Unicode

Total characters	200659
Distinct characters	35
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Cobar
2nd row	Cobar
3rd row	Cobar
4th row	Cobar
5th row	Cobar

Common Values

Value	Count	Frequency (%)
Darwin	1202	5.4%
Perth	1195	5.4%
Brisbane	1171	5.3%
MelbourneAirport	1148	5.2%
PerthAirport	1145	5.1%
SydneyAirport	1143	5.1%
Watsonia	1055	4.7%
Mildura	1015	4.6%
MountGambier	968	4.4%
WaggaWagga	967	4.3%
Other values (16)	11242	50.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
darwin	1202	5.4%
perth	1195	5.4%
brisbane	1171	5.3%
melbourneairport	1148	5.2%
perthairport	1145	5.1%
sydneyairport	1143	5.1%
watsonia	1055	4.7%
mildura	1015	4.6%
mountgambier	968	4.4%
waggawagga	967	4.3%
Other values (16)	11242	50.5%

Most occurring characters

Value	Count	Frequency (%)
r	24186	12.1%
a	17995	9.0%
o	17240	8.6%
e	15203	7.6%
i	14308	7.1%
n	13490	6.7%
t	10579	5.3%
l	9937	5.0%
s	6534	3.3%
b	5971	3.0%
Other values (25)	65216	32.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	170643	85.0%
Uppercase Letter	30016	15.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	24186	14.2%
a	17995	10.5%
o	17240	10.1%
e	15203	8.9%
i	14308	8.4%
n	13490	7.9%
t	10579	6.2%
l	9937	5.8%
s	6534	3.8%
b	5971	3.5%
Other values (12)	35200	20.6%

Uppercase Letter

Value	Count	Frequency (%)
M	4633	15.4%
A	4327	14.4%
W	4156	13.8%
S	3354	11.2%
P	3069	10.2%
C	2153	7.2%
N	1765	5.9%
H	1310	4.4%
D	1202	4.0%
B	1171	3.9%
Other values (3)	2876	9.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	200659	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	24186	12.1%
a	17995	9.0%
o	17240	8.6%
e	15203	7.6%
i	14308	7.1%
n	13490	6.7%
t	10579	5.3%
l	9937	5.0%
s	6534	3.3%
b	5971	3.0%
Other values (25)	65216	32.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	200659	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	24186	12.1%
a	17995	9.0%
o	17240	8.6%
e	15203	7.6%
i	14308	7.1%
n	13490	6.7%
t	10579	5.3%
l	9937	5.0%
s	6534	3.3%
b	5971	3.0%
Other values (25)	65216	32.5%

MinTemp
Real number (ℝ)

High correlation

Distinct	344
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.470037

Minimum	-5.8
Maximum	31.4
Zeros	10
Zeros (%)	< 0.1%
Negative	219
Negative (%)	1.0%
Memory size	174.0 KiB

Quantile statistics

Minimum	-5.8
5-th percentile	3.3
Q1	8.5
median	13.2
Q3	18.5
95-th percentile	24.3
Maximum	31.4
Range	37.2
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	6.4685592
Coefficient of variation (CV)	0.48021836
Kurtosis	-0.72062339
Mean	13.470037
Median Absolute Deviation (MAD)	5
Skewness	0.043760837
Sum	299721.8
Variance	41.842258
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.7	144	0.6%
8.9	141	0.6%
13	139	0.6%
10.7	139	0.6%
11	138	0.6%
13.4	135	0.6%
7.2	134	0.6%
12.5	134	0.6%
9.1	134	0.6%
14.7	133	0.6%
Other values (334)	20880	93.8%

Value	Count	Frequency (%)
-5.8	1	< 0.1%
-5.2	2	< 0.1%
-4.9	1	< 0.1%
-4.7	2	< 0.1%
-4.4	1	< 0.1%
-4.3	1	< 0.1%
-4	1	< 0.1%
-3.9	1	< 0.1%
-3.8	1	< 0.1%
-3.7	1	< 0.1%

Value	Count	Frequency (%)
31.4	1	< 0.1%
29.8	1	< 0.1%
29.7	1	< 0.1%
29.6	1	< 0.1%
29.4	1	< 0.1%
29.2	2	< 0.1%
29.1	1	< 0.1%
29	1	< 0.1%
28.9	1	< 0.1%
28.8	4	< 0.1%

MaxTemp
Real number (ℝ)

High correlation

Distinct	382
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.2084

Minimum	4.1
Maximum	47.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	174.0 KiB

Quantile statistics

Minimum	4.1
5-th percentile	13.4
Q1	18.7
median	23.9
Q3	29.7
95-th percentile	35.6
Maximum	47.3
Range	43.2
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	7.0425451
Coefficient of variation (CV)	0.29091329
Kurtosis	-0.67301051
Mean	24.2084
Median Absolute Deviation (MAD)	5.5
Skewness	0.17527669
Sum	538661.1
Variance	49.597442
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22.4	135	0.6%
25.6	121	0.5%
22.2	121	0.5%
24.7	119	0.5%
20.1	117	0.5%
19	117	0.5%
22.9	117	0.5%
20.2	116	0.5%
21.7	116	0.5%
23.6	116	0.5%
Other values (372)	21056	94.6%

Value	Count	Frequency (%)
4.1	1	< 0.1%
6.3	1	< 0.1%
7	1	< 0.1%
7.1	1	< 0.1%
7.2	1	< 0.1%
7.3	1	< 0.1%
7.6	2	< 0.1%
7.7	1	< 0.1%
7.8	1	< 0.1%
7.9	1	< 0.1%

Value	Count	Frequency (%)
47.3	1	< 0.1%
46.8	2	< 0.1%
46.7	2	< 0.1%
46.4	1	< 0.1%
46.3	1	< 0.1%
46.2	1	< 0.1%
46	1	< 0.1%
45.6	1	< 0.1%
45.2	1	< 0.1%
44.9	2	< 0.1%

Rainfall
Real number (ℝ)

Zeros

Distinct	312
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.080338

Minimum	0
Maximum	182.6
Zeros	14448
Zeros (%)	64.9%
Negative	0
Negative (%)	0.0%
Memory size	174.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.6
95-th percentile	12
Maximum	182.6
Range	182.6
Interquartile range (IQR)	0.6

Descriptive statistics

Standard deviation	6.8204906
Coefficient of variation (CV)	3.2785493
Kurtosis	85.591708
Mean	2.080338
Median Absolute Deviation (MAD)	0
Skewness	7.2704184
Sum	46289.6
Variance	46.519092
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14448	64.9%
0.2	1176	5.3%
0.4	630	2.8%
0.6	447	2.0%
0.8	323	1.5%
1	265	1.2%
1.2	262	1.2%
1.4	219	1.0%
1.6	212	1.0%
2	183	0.8%
Other values (302)	4086	18.4%

Value	Count	Frequency (%)
0	14448	64.9%
0.1	7	< 0.1%
0.2	1176	5.3%
0.3	6	< 0.1%
0.4	630	2.8%
0.6	447	2.0%
0.7	2	< 0.1%
0.8	323	1.5%
1	265	1.2%
1.2	262	1.2%

Value	Count	Frequency (%)
182.6	1	< 0.1%
129.4	1	< 0.1%
128.2	1	< 0.1%
128	1	< 0.1%
121.4	1	< 0.1%
114.4	1	< 0.1%
98	1	< 0.1%
95.8	1	< 0.1%
95.2	1	< 0.1%
94.4	1	< 0.1%

Evaporation
Real number (ℝ)

High correlation

Distinct	199
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.5496832

Minimum	0
Maximum	81.2
Zeros	62
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	174.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2.8
median	5
Q3	7.6
95-th percentile	12
Maximum	81.2
Range	81.2
Interquartile range (IQR)	4.8

Descriptive statistics

Standard deviation	3.7045554
Coefficient of variation (CV)	0.66752556
Kurtosis	19.603494
Mean	5.5496832
Median Absolute Deviation (MAD)	2.4
Skewness	2.1852155
Sum	123486
Variance	13.723731
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	870	3.9%
8	690	3.1%
2.6	556	2.5%
2.2	541	2.4%
1.8	532	2.4%
3	530	2.4%
3.4	524	2.4%
3.8	508	2.3%
3.2	507	2.3%
2	504	2.3%
Other values (189)	16489	74.1%

Value	Count	Frequency (%)
0	62	0.3%
0.2	138	0.6%
0.4	177	0.8%
0.6	262	1.2%
0.8	295	1.3%
0.9	3	< 0.1%
1	369	1.7%
1.1	5	< 0.1%
1.2	411	1.8%
1.3	5	< 0.1%

Value	Count	Frequency (%)
81.2	1	< 0.1%
72.2	1	< 0.1%
54	1	< 0.1%
43.6	1	< 0.1%
42.4	1	< 0.1%
42.3	1	< 0.1%
40	1	< 0.1%
39.2	1	< 0.1%
37.6	1	< 0.1%
37.4	1	< 0.1%

Sunshine
Real number (ℝ)

High correlation Zeros

Distinct	144
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.7262415

Minimum	0
Maximum	14.3
Zeros	657
Zeros (%)	3.0%
Negative	0
Negative (%)	0.0%
Memory size	174.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.4
Q1	5.1
median	8.7
Q3	10.7
95-th percentile	12.7
Maximum	14.3
Range	14.3
Interquartile range (IQR)	5.6

Descriptive statistics

Standard deviation	3.7507503
Coefficient of variation (CV)	0.485456
Kurtosis	-0.74926897
Mean	7.7262415
Median Absolute Deviation (MAD)	2.5
Skewness	-0.57096687
Sum	171916.6
Variance	14.068128
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	657	3.0%
10.8	364	1.6%
10.9	349	1.6%
10.7	345	1.6%
10.2	339	1.5%
9.8	338	1.5%
10.3	333	1.5%
10.5	330	1.5%
10	325	1.5%
10.6	320	1.4%
Other values (134)	18551	83.4%

Value	Count	Frequency (%)
0	657	3.0%
0.1	165	0.7%
0.2	161	0.7%
0.3	111	0.5%
0.4	104	0.5%
0.5	95	0.4%
0.6	82	0.4%
0.7	127	0.6%
0.8	84	0.4%
0.9	94	0.4%

Value	Count	Frequency (%)
14.3	2	< 0.1%
14.2	2	< 0.1%
14.1	1	< 0.1%
14	3	< 0.1%
13.9	5	< 0.1%
13.8	14	0.1%
13.7	41	0.2%
13.6	54	0.2%
13.5	43	0.2%
13.4	74	0.3%

WindGustDir
Categorical

Distinct	16
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

E	1840
SW	1637
ENE	1616
W	1610
N	1590
Other values (11)	13958

Length

Max length	3
Median length	2
Mean length	2.1685318
Min length	1

Characters and Unicode

Total characters	48252
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SSW
2nd row	S
3rd row	NNE
4th row	WNW
5th row	WNW

Common Values

Value	Count	Frequency (%)
E	1840	8.3%
SW	1637	7.4%
ENE	1616	7.3%
W	1610	7.2%
N	1590	7.1%
SE	1588	7.1%
SSW	1535	6.9%
WSW	1495	6.7%
S	1462	6.6%
SSE	1367	6.1%
Other values (6)	6511	29.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
e	1840	8.3%
sw	1637	7.4%
ene	1616	7.3%
w	1610	7.2%
n	1590	7.1%
se	1588	7.1%
ssw	1535	6.9%
wsw	1495	6.7%
s	1462	6.6%
sse	1367	6.1%
Other values (6)	6511	29.3%

Most occurring characters

Value	Count	Frequency (%)
S	13310	27.6%
E	12923	26.8%
W	11873	24.6%
N	10146	21.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	48252	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	13310	27.6%
E	12923	26.8%
W	11873	24.6%
N	10146	21.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	48252	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	13310	27.6%
E	12923	26.8%
W	11873	24.6%
N	10146	21.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48252	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	13310	27.6%
E	12923	26.8%
W	11873	24.6%
N	10146	21.0%

WindGustSpeed
Real number (ℝ)

High correlation

Distinct	56
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	41.103771

Minimum	11
Maximum	113
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	174.0 KiB

Quantile statistics

Minimum	11
5-th percentile	22
Q1	31
median	39
Q3	48
95-th percentile	67
Maximum	113
Range	102
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	13.287208
Coefficient of variation (CV)	0.32326008
Kurtosis	1.3759362
Mean	41.103771
Median Absolute Deviation (MAD)	8
Skewness	0.91868905
Sum	914600
Variance	176.54991
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	1533	6.9%
39	1495	6.7%
37	1460	6.6%
31	1402	6.3%
41	1382	6.2%
33	1376	6.2%
30	1125	5.1%
43	1106	5.0%
28	965	4.3%
48	918	4.1%
Other values (46)	9489	42.6%

Value	Count	Frequency (%)
11	4	< 0.1%
13	34	0.2%
15	78	0.4%
17	163	0.7%
19	193	0.9%
20	321	1.4%
22	376	1.7%
24	536	2.4%
26	699	3.1%
28	965	4.3%

Value	Count	Frequency (%)
113	1	< 0.1%
111	1	< 0.1%
109	1	< 0.1%
107	2	< 0.1%
106	6	< 0.1%
104	3	< 0.1%
102	3	< 0.1%
100	7	< 0.1%
98	11	< 0.1%
96	10	< 0.1%

WindDir9am
Categorical

Distinct	16
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

N	1855
E	1802
SE	1614
SSE	1540
ENE	1519
Other values (11)	13921

Length

Max length	3
Median length	2
Mean length	2.1710934
Min length	1

Characters and Unicode

Total characters	48309
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ENE
2nd row	SSE
3rd row	NNE
4th row	WNW
5th row	NW

Common Values

Value	Count	Frequency (%)
N	1855	8.3%
E	1802	8.1%
SE	1614	7.3%
SSE	1540	6.9%
ENE	1519	6.8%
W	1486	6.7%
ESE	1388	6.2%
SW	1382	6.2%
NE	1378	6.2%
S	1342	6.0%
Other values (6)	6945	31.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
n	1855	8.3%
e	1802	8.1%
se	1614	7.3%
sse	1540	6.9%
ene	1519	6.8%
w	1486	6.7%
ese	1388	6.2%
sw	1382	6.2%
ne	1378	6.2%
s	1342	6.0%
Other values (6)	6945	31.2%

Most occurring characters

Value	Count	Frequency (%)
E	13357	27.6%
S	12337	25.5%
N	11703	24.2%
W	10912	22.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	48309	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	13357	27.6%
S	12337	25.5%
N	11703	24.2%
W	10912	22.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	48309	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	13357	27.6%
S	12337	25.5%
N	11703	24.2%
W	10912	22.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48309	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
E	13357	27.6%
S	12337	25.5%
N	11703	24.2%
W	10912	22.6%

WindDir3pm
Categorical

Distinct	16
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

SE	1708
S	1654
ENE	1599
SW	1595
WSW	1539
Other values (11)	14156

Length

Max length	3
Median length	2
Mean length	2.2032268
Min length	1

Characters and Unicode

Total characters	49024
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SW
2nd row	SSE
3rd row	NNW
4th row	WSW
5th row	WNW

Common Values

Value	Count	Frequency (%)
SE	1708	7.7%
S	1654	7.4%
ENE	1599	7.2%
SW	1595	7.2%
WSW	1539	6.9%
E	1528	6.9%
W	1502	6.8%
ESE	1494	6.7%
SSW	1395	6.3%
N	1358	6.1%
Other values (6)	6879	30.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
se	1708	7.7%
s	1654	7.4%
ene	1599	7.2%
sw	1595	7.2%
wsw	1539	6.9%
e	1528	6.9%
w	1502	6.8%
ese	1494	6.7%
ssw	1395	6.3%
n	1358	6.1%
Other values (6)	6879	30.9%

Most occurring characters

Value	Count	Frequency (%)
S	13454	27.4%
E	13043	26.6%
W	12095	24.7%
N	10432	21.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	49024	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	13454	27.4%
E	13043	26.6%
W	12095	24.7%
N	10432	21.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	49024	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	13454	27.4%
E	13043	26.6%
W	12095	24.7%
N	10432	21.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	49024	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	13454	27.4%
E	13043	26.6%
W	12095	24.7%
N	10432	21.3%

WindSpeed9am
Real number (ℝ)

High correlation

Distinct	35
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.790886

Minimum	2
Maximum	67
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	174.0 KiB

Quantile statistics

Minimum	2
5-th percentile	4
Q1	9
median	15
Q3	20
95-th percentile	31
Maximum	67
Range	65
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	8.3897315
Coefficient of variation (CV)	0.53130215
Kurtosis	1.396793
Mean	15.790886
Median Absolute Deviation (MAD)	6
Skewness	0.93686811
Sum	351363
Variance	70.387595
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
9	2227	10.0%
13	2227	10.0%
17	2042	9.2%
11	1955	8.8%
15	1851	8.3%
7	1643	7.4%
19	1446	6.5%
20	1438	6.5%
6	1308	5.9%
22	956	4.3%
Other values (25)	5158	23.2%

Value	Count	Frequency (%)
2	447	2.0%
4	696	3.1%
6	1308	5.9%
7	1643	7.4%
9	2227	10.0%
11	1955	8.8%
13	2227	10.0%
15	1851	8.3%
17	2042	9.2%
19	1446	6.5%

Value	Count	Frequency (%)
67	2	< 0.1%
65	2	< 0.1%
63	1	< 0.1%
61	1	< 0.1%
57	10	< 0.1%
56	9	< 0.1%
54	14	0.1%
52	13	0.1%
50	14	0.1%
48	10	< 0.1%

WindSpeed3pm
Real number (ℝ)

High correlation

Distinct	36
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.946384

Minimum	2
Maximum	76
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	174.0 KiB

Quantile statistics

Minimum	2
5-th percentile	7
Q1	13
median	19
Q3	26
95-th percentile	35
Maximum	76
Range	74
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	8.5272887
Coefficient of variation (CV)	0.4275105
Kurtosis	0.50867889
Mean	19.946384
Median Absolute Deviation (MAD)	6
Skewness	0.57466101
Sum	443827
Variance	72.714653
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
17	1982	8.9%
20	1969	8.8%
13	1875	8.4%
19	1738	7.8%
15	1699	7.6%
24	1618	7.3%
22	1450	6.5%
11	1409	6.3%
9	1278	5.7%
28	1276	5.7%
Other values (26)	5957	26.8%

Value	Count	Frequency (%)
2	71	0.3%
4	171	0.8%
6	442	2.0%
7	723	3.2%
9	1278	5.7%
11	1409	6.3%
13	1875	8.4%
15	1699	7.6%
17	1982	8.9%
19	1738	7.8%

Value	Count	Frequency (%)
76	2	< 0.1%
65	3	< 0.1%
63	1	< 0.1%
61	3	< 0.1%
59	2	< 0.1%
57	3	< 0.1%
56	5	< 0.1%
54	7	< 0.1%
52	6	< 0.1%
50	36	0.2%

Humidity9am
Real number (ℝ)

High correlation

Distinct	100
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	65.669363

Minimum	1
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	174.0 KiB

Quantile statistics

Minimum	1
5-th percentile	32
Q1	55
median	67
Q3	79
95-th percentile	94
Maximum	100
Range	99
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	18.407447
Coefficient of variation (CV)	0.28030494
Kurtosis	0.11586214
Mean	65.669363
Median Absolute Deviation (MAD)	12
Skewness	-0.48140059
Sum	1461209
Variance	338.83409
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
67	550	2.5%
64	531	2.4%
68	528	2.4%
69	519	2.3%
66	506	2.3%
65	502	2.3%
62	501	2.3%
71	487	2.2%
70	487	2.2%
63	481	2.2%
Other values (90)	17159	77.1%

Value	Count	Frequency (%)
1	2	< 0.1%
2	3	< 0.1%
3	2	< 0.1%
4	8	< 0.1%
5	8	< 0.1%
6	11	< 0.1%
7	8	< 0.1%
8	13	0.1%
9	12	0.1%
10	17	0.1%

Value	Count	Frequency (%)
100	164	0.7%
99	226	1.0%
98	74	0.3%
97	156	0.7%
96	207	0.9%
95	219	1.0%
94	206	0.9%
93	229	1.0%
92	228	1.0%
91	251	1.1%

Humidity3pm
Real number (ℝ)

High correlation

Distinct	101
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	49.394679

Minimum	0
Maximum	100
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	174.0 KiB

Quantile statistics

Minimum	0
5-th percentile	15
Q1	35
median	50
Q3	63
95-th percentile	85
Maximum	100
Range	100
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	20.224397
Coefficient of variation (CV)	0.40944486
Kurtosis	-0.45448477
Mean	49.394679
Median Absolute Deviation (MAD)	14
Skewness	0.024542771
Sum	1099081
Variance	409.02624
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52	500	2.2%
59	471	2.1%
53	470	2.1%
55	467	2.1%
58	464	2.1%
51	462	2.1%
57	461	2.1%
54	456	2.0%
56	453	2.0%
50	448	2.0%
Other values (91)	17599	79.1%

Value	Count	Frequency (%)
0	1	< 0.1%
1	6	< 0.1%
2	13	0.1%
3	17	0.1%
4	23	0.1%
5	40	0.2%
6	51	0.2%
7	64	0.3%
8	73	0.3%
9	85	0.4%

Value	Count	Frequency (%)
100	17	0.1%
99	28	0.1%
98	16	0.1%
97	28	0.1%
96	49	0.2%
95	64	0.3%
94	76	0.3%
93	87	0.4%
92	81	0.4%
91	105	0.5%

Pressure9am
Real number (ℝ)

High correlation

Distinct	453
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1017.4065

Minimum	980.5
Maximum	1040
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	174.0 KiB

Quantile statistics

Minimum	980.5
5-th percentile	1006.4
Q1	1012.8
median	1017.2
Q3	1022
95-th percentile	1028.9
Maximum	1040
Range	59.5
Interquartile range (IQR)	9.2

Descriptive statistics

Standard deviation	6.8758927
Coefficient of variation (CV)	0.0067582549
Kurtosis	0.16791089
Mean	1017.4065
Median Absolute Deviation (MAD)	4.6
Skewness	-0.03416652
Sum	22638313
Variance	47.2779
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1015.9	152	0.7%
1017.6	146	0.7%
1015.6	144	0.6%
1017.7	142	0.6%
1014.6	142	0.6%
1016.4	141	0.6%
1017.1	139	0.6%
1016.5	139	0.6%
1019.1	139	0.6%
1019.9	138	0.6%
Other values (443)	20829	93.6%

Value	Count	Frequency (%)
980.5	1	< 0.1%
982.2	1	< 0.1%
982.9	1	< 0.1%
984.6	2	< 0.1%
988.1	2	< 0.1%
988.2	1	< 0.1%
988.3	1	< 0.1%
988.5	1	< 0.1%
988.8	1	< 0.1%
990.2	1	< 0.1%

Value	Count	Frequency (%)
1040	1	< 0.1%
1039.3	1	< 0.1%
1038.8	3	< 0.1%
1038.7	1	< 0.1%
1038.2	1	< 0.1%
1037.8	1	< 0.1%
1037.7	2	< 0.1%
1037.5	5	< 0.1%
1037.4	3	< 0.1%
1037.3	2	< 0.1%

Pressure3pm
Real number (ℝ)

High correlation

Distinct	449
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1014.9584

Minimum	977.1
Maximum	1038.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	174.0 KiB

Quantile statistics

Minimum	977.1
5-th percentile	1004.1
Q1	1010.1
median	1014.8
Q3	1019.6
95-th percentile	1026.4
Maximum	1038.5
Range	61.4
Interquartile range (IQR)	9.5

Descriptive statistics

Standard deviation	6.8465518
Coefficient of variation (CV)	0.0067456477
Kurtosis	0.070950789
Mean	1014.9584
Median Absolute Deviation (MAD)	4.7
Skewness	0.034046713
Sum	22583840
Variance	46.875272
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1012.2	149	0.7%
1013.9	143	0.6%
1012.8	142	0.6%
1014.8	141	0.6%
1015.3	140	0.6%
1013.7	138	0.6%
1017	136	0.6%
1018.2	136	0.6%
1015.6	135	0.6%
1014.4	133	0.6%
Other values (439)	20858	93.7%

Value	Count	Frequency (%)
977.1	1	< 0.1%
979	1	< 0.1%
981.9	1	< 0.1%
982.2	1	< 0.1%
983.2	1	< 0.1%
986.6	1	< 0.1%
987.1	1	< 0.1%
987.3	1	< 0.1%
988	2	< 0.1%
988.8	1	< 0.1%

Value	Count	Frequency (%)
1038.5	1	< 0.1%
1037.3	1	< 0.1%
1036.2	1	< 0.1%
1036.1	1	< 0.1%
1036	3	< 0.1%
1035.9	2	< 0.1%
1035.8	1	< 0.1%
1035.7	4	< 0.1%
1035.6	1	< 0.1%
1035.5	1	< 0.1%

Cloud9am
Real number (ℝ)

High correlation Zeros

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.227046

Minimum	0
Maximum	8
Zeros	2072
Zeros (%)	9.3%
Negative	0
Negative (%)	0.0%
Memory size	174.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	5
Q3	7
95-th percentile	8
Maximum	8
Range	8
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	2.7933707
Coefficient of variation (CV)	0.66083281
Kurtosis	-1.555071
Mean	4.227046
Median Absolute Deviation (MAD)	2
Skewness	-0.15266651
Sum	94056
Variance	7.8029197
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
7	5606	25.2%
1	4257	19.1%
8	2150	9.7%
6	2107	9.5%
0	2072	9.3%
2	1711	7.7%
3	1635	7.3%
5	1536	6.9%
4	1177	5.3%

Value	Count	Frequency (%)
0	2072	9.3%
1	4257	19.1%
2	1711	7.7%
3	1635	7.3%
4	1177	5.3%
5	1536	6.9%
6	2107	9.5%
7	5606	25.2%
8	2150	9.7%

Value	Count	Frequency (%)
8	2150	9.7%
7	5606	25.2%
6	2107	9.5%
5	1536	6.9%
4	1177	5.3%
3	1635	7.3%
2	1711	7.7%
1	4257	19.1%
0	2072	9.3%

Cloud3pm
Real number (ℝ)

High correlation Zeros

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.3406139

Minimum	0
Maximum	9
Zeros	1409
Zeros (%)	6.3%
Negative	0
Negative (%)	0.0%
Memory size	174.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	7
95-th percentile	8
Maximum	9
Range	9
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.6443196
Coefficient of variation (CV)	0.60920407
Kurtosis	-1.4577918
Mean	4.3406139
Median Absolute Deviation (MAD)	2
Skewness	-0.2058145
Sum	96583
Variance	6.9924264
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
7	5468	24.6%
1	3914	17.6%
6	2480	11.1%
2	1927	8.7%
5	1915	8.6%
3	1901	8.5%
8	1857	8.3%
0	1409	6.3%
4	1379	6.2%
9	1	< 0.1%

Value	Count	Frequency (%)
0	1409	6.3%
1	3914	17.6%
2	1927	8.7%
3	1901	8.5%
4	1379	6.2%
5	1915	8.6%
6	2480	11.1%
7	5468	24.6%
8	1857	8.3%
9	1	< 0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
8	1857	8.3%
7	5468	24.6%
6	2480	11.1%
5	1915	8.6%
4	1379	6.2%
3	1901	8.5%
2	1927	8.7%
1	3914	17.6%
0	1409	6.3%

Temp9am
Real number (ℝ)

High correlation

Distinct	370
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.200917

Minimum	-0.7
Maximum	39.4
Zeros	1
Zeros (%)	< 0.1%
Negative	5
Negative (%)	< 0.1%
Memory size	174.0 KiB

Quantile statistics

Minimum	-0.7
5-th percentile	8.1
Q1	13
median	17.8
Q3	23.4
95-th percentile	29.1
Maximum	39.4
Range	40.1
Interquartile range (IQR)	10.4

Descriptive statistics

Standard deviation	6.6081716
Coefficient of variation (CV)	0.36306806
Kurtosis	-0.76128499
Mean	18.200917
Median Absolute Deviation (MAD)	5.1
Skewness	0.096262171
Sum	404988.6
Variance	43.667932
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.6	136	0.6%
16.7	133	0.6%
14.7	132	0.6%
17	129	0.6%
18.3	129	0.6%
15.9	128	0.6%
13.8	126	0.6%
15.5	126	0.6%
14.1	125	0.6%
16.6	125	0.6%
Other values (360)	20962	94.2%

Value	Count	Frequency (%)
-0.7	2	< 0.1%
-0.5	1	< 0.1%
-0.2	1	< 0.1%
-0.1	1	< 0.1%
0	1	< 0.1%
0.4	1	< 0.1%
0.6	1	< 0.1%
0.7	1	< 0.1%
0.8	1	< 0.1%
0.9	2	< 0.1%

Value	Count	Frequency (%)
39.4	1	< 0.1%
39.1	1	< 0.1%
39	1	< 0.1%
38.9	1	< 0.1%
38	1	< 0.1%
37.9	1	< 0.1%
37.7	2	< 0.1%
37.6	1	< 0.1%
36.9	1	< 0.1%
36.8	1	< 0.1%

Temp3pm
Real number (ℝ)

High correlation

Distinct	381
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.70124

Minimum	3.7
Maximum	46.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	174.0 KiB

Quantile statistics

Minimum	3.7
5-th percentile	12.1
Q1	17.3
median	22.4
Q3	27.9
95-th percentile	33.9
Maximum	46.1
Range	42.4
Interquartile range (IQR)	10.6

Descriptive statistics

Standard deviation	6.9075466
Coefficient of variation (CV)	0.30428058
Kurtosis	-0.60773798
Mean	22.70124
Median Absolute Deviation (MAD)	5.3
Skewness	0.18551576
Sum	505125.3
Variance	47.7142
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	137	0.6%
21.6	129	0.6%
21.7	128	0.6%
18.4	125	0.6%
18.5	123	0.6%
18.7	123	0.6%
24.7	123	0.6%
16.8	122	0.5%
19	122	0.5%
22.1	121	0.5%
Other values (371)	20998	94.4%

Value	Count	Frequency (%)
3.7	1	< 0.1%
4.8	1	< 0.1%
5.1	1	< 0.1%
5.7	1	< 0.1%
5.8	2	< 0.1%
6	2	< 0.1%
6.2	3	< 0.1%
6.4	1	< 0.1%
6.6	1	< 0.1%
6.7	3	< 0.1%

Value	Count	Frequency (%)
46.1	2	< 0.1%
45.8	2	< 0.1%
45.4	1	< 0.1%
45.3	1	< 0.1%
45.2	1	< 0.1%
44.8	1	< 0.1%
44.5	1	< 0.1%
44.1	2	< 0.1%
43.9	1	< 0.1%
43.7	1	< 0.1%

RainToday
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	21.9 KiB

False	17304
True	4947

Value	Count	Frequency (%)
False	17304	77.8%
True	4947	22.2%

RainTomorrow
Boolean

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	21.9 KiB

False	17301
True	4950

Value	Count	Frequency (%)
False	17301	77.8%
True	4950	22.2%

Date_day
Real number (ℝ)

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.4078918

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	174.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	9
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.4530168
Coefficient of variation (CV)	0.53886939
Kurtosis	-1.2231334
Mean	6.4078918
Median Absolute Deviation (MAD)	3
Skewness	0.019981043
Sum	142582
Variance	11.923325
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
3	2034	9.1%
1	2019	9.1%
5	1897	8.5%
11	1881	8.5%
9	1867	8.4%
6	1854	8.3%
10	1837	8.3%
8	1815	8.2%
7	1806	8.1%
4	1782	8.0%
Other values (2)	3459	15.5%

Value	Count	Frequency (%)
1	2019	9.1%
2	1781	8.0%
3	2034	9.1%
4	1782	8.0%
5	1897	8.5%
6	1854	8.3%
7	1806	8.1%
8	1815	8.2%
9	1867	8.4%
10	1837	8.3%

Value	Count	Frequency (%)
12	1678	7.5%
11	1881	8.5%
10	1837	8.3%
9	1867	8.4%
8	1815	8.2%
7	1806	8.1%
6	1854	8.3%
5	1897	8.5%
4	1782	8.0%
3	2034	9.1%

Date_month
Real number (ℝ)

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.5153926

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	174.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	7
Q3	10
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.4455604
Coefficient of variation (CV)	0.52883389
Kurtosis	-1.2160918
Mean	6.5153926
Median Absolute Deviation (MAD)	3
Skewness	-0.0076459381
Sum	144974
Variance	11.871887
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
9	1883	8.5%
10	1879	8.4%
11	1867	8.4%
6	1864	8.4%
7	1862	8.4%
2	1859	8.4%
8	1854	8.3%
3	1850	8.3%
4	1849	8.3%
12	1834	8.2%
Other values (2)	3650	16.4%

Value	Count	Frequency (%)
1	1818	8.2%
2	1859	8.4%
3	1850	8.3%
4	1849	8.3%
5	1832	8.2%
6	1864	8.4%
7	1862	8.4%
8	1854	8.3%
9	1883	8.5%
10	1879	8.4%

Value	Count	Frequency (%)
12	1834	8.2%
11	1867	8.4%
10	1879	8.4%
9	1883	8.5%
8	1854	8.3%
7	1862	8.4%
6	1864	8.4%
5	1832	8.2%
4	1849	8.3%
3	1850	8.3%

Date_weekday
Real number (ℝ)

Zeros

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.0020224

Minimum	0
Maximum	6
Zeros	3154
Zeros (%)	14.2%
Negative	0
Negative (%)	0.0%
Memory size	174.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	5
95-th percentile	6
Maximum	6
Range	6
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	1.9996731
Coefficient of variation (CV)	0.66610866
Kurtosis	-1.2475415
Mean	3.0020224
Median Absolute Deviation (MAD)	2
Skewness	0.0038966457
Sum	66798
Variance	3.9986925
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
3	3230	14.5%
6	3213	14.4%
1	3188	14.3%
2	3186	14.3%
0	3154	14.2%
5	3150	14.2%
4	3130	14.1%

Value	Count	Frequency (%)
0	3154	14.2%
1	3188	14.3%
2	3186	14.3%
3	3230	14.5%
4	3130	14.1%
5	3150	14.2%
6	3213	14.4%

Value	Count	Frequency (%)
6	3213	14.4%
5	3150	14.2%
4	3130	14.1%
3	3230	14.5%
2	3186	14.3%
1	3188	14.3%
0	3154	14.2%

Date_hour
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

0.0	22251

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	66753
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	22251	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	22251	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	44502	66.7%
.	22251	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	44502	66.7%
Other Punctuation	22251	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	44502	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	22251	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	66753	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	44502	66.7%
.	22251	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	66753	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	44502	66.7%
.	22251	33.3%

Date_minute
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

0.0	22251

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	66753
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	22251	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	22251	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	44502	66.7%
.	22251	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	44502	66.7%
Other Punctuation	22251	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	44502	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	22251	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	66753	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	44502	66.7%
.	22251	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	66753	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	44502	66.7%
.	22251	33.3%

Interactions

Correlations

	Cloud3pm	Cloud9am	Date_day	Date_month	Date_weekday	Evaporation	Humidity3pm	Humidity9am	Location	MaxTemp	MinTemp	Pressure3pm	Pressure9am	RainToday	RainTomorrow	Rainfall	Sunshine	Temp3pm	Temp9am	WindDir3pm	WindDir9am	WindGustDir	WindGustSpeed	WindSpeed3pm	WindSpeed9am
Cloud3pm	1.000	0.635	-0.003	0.004	-0.006	-0.224	0.530	0.375	0.144	-0.262	0.035	-0.096	-0.161	0.285	0.415	0.333	-0.714	-0.303	-0.112	0.047	0.058	0.056	0.108	0.032	0.046
Cloud9am	0.635	1.000	-0.011	0.006	-0.006	-0.214	0.526	0.474	0.161	-0.263	0.092	-0.073	-0.143	0.314	0.336	0.368	-0.692	-0.281	-0.118	0.045	0.062	0.050	0.075	0.067	0.019
Date_day	-0.003	-0.011	1.000	-0.001	0.001	-0.108	-0.012	-0.055	0.000	-0.220	-0.258	0.099	0.120	0.043	0.036	0.020	-0.005	-0.227	-0.200	0.076	0.076	0.084	0.004	0.025	0.018
Date_month	0.004	0.006	-0.001	1.000	0.004	-0.007	0.004	0.009	0.000	-0.005	-0.002	-0.011	-0.009	0.007	0.019	0.004	-0.010	-0.006	-0.004	0.016	0.011	0.007	0.005	0.002	0.001
Date_weekday	-0.006	-0.006	0.001	0.004	1.000	0.010	0.001	0.006	0.000	-0.001	0.003	0.018	0.012	0.011	0.013	0.006	0.008	-0.000	-0.001	0.016	0.020	0.021	-0.011	-0.013	-0.010
Evaporation	-0.224	-0.214	-0.108	-0.007	0.010	1.000	-0.406	-0.560	0.142	0.706	0.580	-0.369	-0.336	0.154	0.112	-0.317	0.456	0.686	0.667	0.035	0.066	0.041	0.233	0.158	0.182
Humidity3pm	0.530	0.526	-0.012	0.004	0.001	-0.406	1.000	0.661	0.221	-0.399	0.086	0.012	-0.077	0.396	0.513	0.462	-0.623	-0.444	-0.118	0.057	0.090	0.048	-0.050	0.058	-0.056
Humidity9am	0.375	0.474	-0.055	0.009	0.006	-0.560	0.661	1.000	0.205	-0.448	-0.160	0.140	0.081	0.415	0.294	0.476	-0.546	-0.442	-0.382	0.058	0.080	0.060	-0.195	-0.092	-0.236
Location	0.144	0.161	0.000	0.000	0.000	0.142	0.221	0.205	1.000	0.273	0.278	0.139	0.124	0.175	0.171	0.039	0.139	0.273	0.276	0.202	0.224	0.211	0.145	0.166	0.176
MaxTemp	-0.262	-0.263	-0.220	-0.005	-0.001	0.706	-0.399	-0.448	0.273	1.000	0.767	-0.483	-0.386	0.233	0.161	-0.289	0.493	0.986	0.904	0.125	0.134	0.125	0.049	0.028	0.001
MinTemp	0.035	0.092	-0.258	-0.002	0.003	0.580	0.086	-0.160	0.278	0.767	1.000	-0.522	-0.507	0.092	0.107	0.019	0.120	0.745	0.911	0.126	0.109	0.124	0.145	0.158	0.127
Pressure3pm	-0.096	-0.073	0.099	-0.011	0.018	-0.369	0.012	0.140	0.139	-0.483	-0.522	1.000	0.960	0.125	0.220	-0.066	-0.057	-0.456	-0.524	0.098	0.070	0.080	-0.323	-0.223	-0.125
Pressure9am	-0.161	-0.143	0.120	-0.009	0.012	-0.336	-0.077	0.081	0.124	-0.386	-0.507	0.960	1.000	0.195	0.244	-0.160	0.012	-0.351	-0.470	0.087	0.067	0.077	-0.371	-0.268	-0.167
RainToday	0.285	0.314	0.043	0.007	0.011	0.154	0.396	0.415	0.175	0.233	0.092	0.125	0.195	1.000	0.311	0.317	0.341	0.240	0.124	0.136	0.193	0.163	0.154	0.092	0.083
RainTomorrow	0.415	0.336	0.036	0.019	0.013	0.112	0.513	0.294	0.171	0.161	0.107	0.220	0.244	0.311	1.000	0.183	0.456	0.199	0.062	0.096	0.121	0.105	0.221	0.096	0.074
Rainfall	0.333	0.368	0.020	0.004	0.006	-0.317	0.462	0.476	0.039	-0.289	0.019	-0.066	-0.160	0.317	0.183	1.000	-0.403	-0.298	-0.150	0.008	0.018	0.014	0.139	0.099	0.083
Sunshine	-0.714	-0.692	-0.005	-0.010	0.008	0.456	-0.623	-0.546	0.139	0.493	0.120	-0.057	0.012	0.341	0.456	-0.403	1.000	0.516	0.329	0.069	0.087	0.078	-0.030	0.023	0.011
Temp3pm	-0.303	-0.281	-0.227	-0.006	-0.000	0.686	-0.444	-0.442	0.273	0.986	0.745	-0.456	-0.351	0.240	0.199	-0.298	0.516	1.000	0.882	0.128	0.136	0.127	0.019	0.010	-0.007
Temp9am	-0.112	-0.118	-0.200	-0.004	-0.001	0.667	-0.118	-0.382	0.276	0.904	0.911	-0.524	-0.470	0.124	0.062	-0.150	0.329	0.882	1.000	0.132	0.120	0.131	0.102	0.129	0.067
WindDir3pm	0.047	0.045	0.076	0.016	0.016	0.035	0.057	0.058	0.202	0.125	0.126	0.098	0.087	0.136	0.096	0.008	0.069	0.128	0.132	1.000	0.203	0.358	0.080	0.061	0.057
WindDir9am	0.058	0.062	0.076	0.011	0.020	0.066	0.090	0.080	0.224	0.134	0.109	0.070	0.067	0.193	0.121	0.018	0.087	0.136	0.120	0.203	1.000	0.257	0.090	0.079	0.081
WindGustDir	0.056	0.050	0.084	0.007	0.021	0.041	0.048	0.060	0.211	0.125	0.124	0.080	0.077	0.163	0.105	0.014	0.078	0.127	0.131	0.358	0.257	1.000	0.087	0.059	0.074
WindGustSpeed	0.108	0.075	0.004	0.005	-0.011	0.233	-0.050	-0.195	0.145	0.049	0.145	-0.323	-0.371	0.154	0.221	0.139	-0.030	0.019	0.102	0.080	0.090	0.087	1.000	0.680	0.589
WindSpeed3pm	0.032	0.067	0.025	0.002	-0.013	0.158	0.058	-0.092	0.166	0.028	0.158	-0.223	-0.268	0.092	0.096	0.099	0.023	0.010	0.129	0.061	0.079	0.059	0.680	1.000	0.461
WindSpeed9am	0.046	0.019	0.018	0.001	-0.010	0.182	-0.056	-0.236	0.176	0.001	0.127	-0.125	-0.167	0.083	0.074	0.083	0.011	-0.007	0.067	0.057	0.081	0.074	0.589	0.461	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	Location	MinTemp	MaxTemp	Evaporation	Sunshine	WindGustDir	WindGustSpeed	WindDir9am	WindDir3pm	WindSpeed9am	WindSpeed3pm	Humidity9am	Humidity3pm	Pressure9am	Pressure3pm	Cloud9am	Cloud3pm	Temp9am	Temp3pm	RainToday	RainTomorrow	Date_day	Date_month	Date_weekday
0	Cobar	17.9	35.2	12.0	12.3	SSW	48.0	ENE	SW	6.0	20.0	20.0	13.0	1006.3	1004.4	2.0	5.0	26.6	33.4	No	No	1.0	1.0	3.0
1	Cobar	18.4	28.9	14.8	13.0	S	37.0	SSE	SSE	19.0	19.0	30.0	8.0	1012.9	1012.1	1.0	1.0	20.3	27.0	No	No	1.0	2.0	6.0
2	Cobar	19.4	37.6	10.8	10.6	NNE	46.0	NNE	NNW	30.0	15.0	42.0	22.0	1012.3	1009.2	1.0	6.0	28.7	34.9	No	No	1.0	4.0	2.0
3	Cobar	21.9	38.4	11.4	12.2	WNW	31.0	WNW	WSW	6.0	6.0	37.0	22.0	1012.7	1009.1	1.0	5.0	29.1	35.6	No	No	1.0	5.0	4.0
4	Cobar	24.2	41.0	11.2	8.4	WNW	35.0	NW	WNW	17.0	13.0	19.0	15.0	1010.7	1007.4	1.0	6.0	33.6	37.6	No	No	1.0	6.0	0.0
5	Cobar	27.1	36.1	13.0	0.0	N	43.0	N	WNW	7.0	20.0	26.0	19.0	1007.7	1007.4	8.0	8.0	30.7	34.3	No	No	1.0	7.0	2.0
6	Cobar	23.3	34.0	9.8	12.6	SSW	41.0	S	SSE	17.0	19.0	33.0	15.0	1011.3	1009.9	3.0	1.0	25.0	31.5	No	No	1.0	8.0	5.0
7	Cobar	16.1	34.2	14.6	13.2	SE	37.0	SE	S	15.0	6.0	25.0	9.0	1013.3	1009.2	1.0	1.0	20.7	32.8	No	No	1.0	9.0	1.0
8	Cobar	19.0	35.5	12.0	12.3	ENE	48.0	ENE	WSW	30.0	9.0	46.0	28.0	1008.3	1004.0	1.0	5.0	23.4	33.3	No	No	1.0	10.0	3.0
9	Cobar	19.7	35.5	11.0	12.7	NE	41.0	NNE	WSW	15.0	17.0	61.0	14.0	1007.9	1005.8	1.0	5.0	24.0	33.6	No	No	1.0	11.0	6.0

	Location	MinTemp	MaxTemp	Evaporation	Sunshine	WindGustDir	WindGustSpeed	WindDir9am	WindDir3pm	WindSpeed9am	WindSpeed3pm	Humidity9am	Humidity3pm	Pressure9am	Pressure3pm	Cloud9am	Cloud3pm	Temp9am	Temp3pm	RainToday	RainTomorrow	Date_day	Date_month	Date_weekday
22241	Darwin	22.7	31.6	7.0	7.4	ESE	43.0	SE	ESE	19.0	19.0	42.0	37.0	1015.5	1011.4	7.0	7.0	24.0	30.9	No	No	6.0	3.0	0.0
22242	Darwin	22.4	31.4	6.6	8.3	E	43.0	ESE	E	24.0	17.0	59.0	40.0	1013.9	1010.4	6.0	7.0	25.8	30.8	No	No	6.0	4.0	3.0
22243	Darwin	23.3	32.4	5.4	8.9	E	43.0	E	E	20.0	24.0	66.0	32.0	1014.5	1011.1	3.0	3.0	25.6	32.1	No	No	6.0	5.0	5.0
22244	Darwin	20.6	31.8	6.4	10.8	E	46.0	SE	ESE	15.0	17.0	45.0	26.0	1016.1	1012.6	1.0	1.0	24.2	31.0	No	No	6.0	6.0	1.0
22245	Darwin	20.0	30.4	9.0	10.8	ESE	43.0	SE	ENE	19.0	19.0	48.0	38.0	1016.2	1012.5	1.0	1.0	23.4	30.1	No	No	6.0	7.0	3.0
22246	Darwin	19.2	29.4	7.4	10.9	E	54.0	ESE	E	24.0	19.0	43.0	28.0	1016.2	1012.7	2.0	4.0	23.3	28.8	No	No	6.0	8.0	6.0
22247	Darwin	20.6	29.4	10.6	5.4	E	46.0	SE	ESE	17.0	22.0	46.0	26.0	1016.5	1013.0	7.0	5.0	21.6	28.5	No	No	6.0	9.0	2.0
22248	Darwin	18.7	29.4	7.8	8.7	ESE	48.0	SE	E	22.0	17.0	29.0	24.0	1017.1	1013.5	7.0	7.0	20.9	28.5	No	No	6.0	10.0	4.0
22249	Darwin	19.0	29.4	7.6	10.4	E	46.0	ESE	SE	20.0	17.0	31.0	24.0	1017.3	1013.9	3.0	1.0	21.8	28.6	No	No	6.0	11.0	0.0
22250	Darwin	17.2	29.1	7.2	10.1	ESE	44.0	ESE	E	15.0	20.0	41.0	21.0	1017.6	1014.1	1.0	2.0	20.9	28.5	No	No	6.0	12.0	2.0

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions